Commit Graph

4516 Commits (ada1e5cc64ac583fb86876a4ed68a7e7d3494342)

Author SHA1 Message Date
Nuno Campos ceb73ad06f
core: In BaseRetriever make get_relevant_docs delegate to invoke (#22434)
- This fixes all the tracing issues with people still using
get_relevant_docs, and a change we need for 0.3 anyway

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
4 months ago
Charles John 2d81a72884
community: fix missing `apify_api_token` field in ApifyWrapper (#22421)
- **Description:** The `ApifyWrapper` class expects `apify_api_token` to
be passed as a named parameter or set as an environment variable. But
the corresponding field was missing in the class definition causing the
argument to be ignored when passed as a named param. This patch fixes
that.
4 months ago
Joan Fontanals a7ae16f912
add `embed_image` API to JinaEmbedding (#22416)
- **Description:** Add `embed_image` to JinaEmbedding to embed images
 - **Twitter handle:** https://x.com/JinaAI_
4 months ago
Nuno Campos ed8e9c437a
core: In RunnableSequence pass kwargs to the first step (#22393)
- This is a pattern that shows up occasionally in langgraph questions,
people chain a graph to something else after, and want to pass the graph
some kwargs (eg. stream_mode)
4 months ago
Bagatur a8098f5ddb
anthropic[patch]: Release 0.1.15, fix sdk tools break (#22369) 4 months ago
Erick Friis 6ffa0acf32
ai21: fix text-splitters version (#22366) 4 months ago
Bagatur 2b9f1469d8
core[patch]: Release 0.2.3 (#22329) 4 months ago
Harrison Chase ee32369265
core[patch]: fix runnable history and add docs (#22283) 4 months ago
William FH dcec133b85
[Core] Update Tracing Interops (#22318)
LangSmith and LangChain context var handling evolved in parallel since
originally we didn't expect people to want to interweave the decorator
and langchain code.

Once we get a new langsmith release, this PR will let you seemlessly
hand off between @traceable context and runnable config context so you
can arbitrarily nest code.

It's expected that this fails right now until we get another release of
the SDK
4 months ago
ccurme f34337447f
openai: update ChatOpenAI api ref (#22324)
Update to reflect that token usage is no longer default in streaming
mode.

Add detail for streaming context under Token Usage section.
4 months ago
ChengZi 2443e85533
docs: fix milvus import and update template (#22306)
docs: fix milvus import problem
update milvus-rag template with milvus-lite

Signed-off-by: ChengZi <chen.zhang@zilliz.com>
4 months ago
WU LIFU 86698b02a9
doc: fix wrong documentation on FAISS load_local function (#22310)
### Issue: #22299 

### descriptions
The documentation appears to be wrong. When the user actually sets this
parameter "asynchronous" to be True, it fails because the __init__
function of FAISS class doesn't allow this parameter. In fact, most of
the class/instance functions of this class have both the sync/async
version, so it looks like what we need is just to remove this parameter
from the doc.

Thank you for contributing to LangChain!

- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [x] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.

Co-authored-by: Lifu Wu <lifu@nextbillion.ai>
4 months ago
maang-h 596c062cba
community[patch]: Standardize qianfan model init args name (#22322)
- **Description:**  
    - Standardize qianfan chat model intialization arguments name
        - qianfan_ak (qianfan api key)  -> api_key
        - qianfan_sk (qianfan secret key)  ->  secret_key
       
    - Delete unuse variable
- **Issue:** #20085
4 months ago
Dobiichi-Origami 10b12e1c08
community: adding tool_call_id for every ToolCall (#22323)
- **Description:** This PR contains a bugfix which result in malfunction
of multi-turn conversation in QianfanChatEndpoint and adaption for
ToolCall and ToolMessage
4 months ago
ccurme f39e1a2288
community, docs: update token usage tracking callback + how-to guides (#22145) 4 months ago
Bagatur 2bc50fb895
docs, cli[patch]: chat model template nit (#22294) 4 months ago
Bagatur aa6c31df53
cli[patch]: Release 0.0.24 (#22293) 4 months ago
Bagatur 627a337887
docs, cli[patch]: chat model doc template (#22290)
Update ChatModel integration doc template, integration docstring, and
adds langchain-cli command to easily create just doc (for updating
existing integrations):

```bash
langchain-cli integration create-doc --name "foo-bar"
```
4 months ago
ccurme 6e1df72a88
openai[patch]: Release 0.1.8 (#22291) 4 months ago
ccurme e71b0b5827
core[patch]: Release 0.2.2 (#22289) 4 months ago
Bagatur 6dd0f095c3
docs: revamp ChatOpenAI (#22253)
Can build API ref docs by running
```bash
make api_docs_clean; make api_docs_quick_preview API_PKG=openai
```
only builds openai ref, takes ~20 sec
4 months ago
Erick Friis 00c70d98c2
robocorp: release 0.0.9 (#22282) 4 months ago
Mikko Korpela fc5909ad6f
langchain-robocorp: Fix parsing of Union types (such as Optional). (#22277) 4 months ago
ccurme af1f723ada
openai: don't override stream_options default (#22242)
ChatOpenAI supports a kwarg `stream_options` which can take values
`{"include_usage": True}` and `{"include_usage": False}`.

Setting include_usage to True adds a message chunk to the end of the
stream with usage_metadata populated. In this case the final chunk no
longer includes `"finish_reason"` in the `response_metadata`. This is
the current default and is not yet released. Because this could be
disruptive to workflows, here we remove this default. The default will
now be consistent with OpenAI's API (see parameter
[here](https://platform.openai.com/docs/api-reference/chat/create#chat-create-stream_options)).

Examples:
```python
from langchain_openai import ChatOpenAI

llm = ChatOpenAI()

for chunk in llm.stream("hi"):
    print(chunk)
```
```
content='' id='run-8cff4721-2acd-4551-9bf7-1911dae46b92'
content='Hello' id='run-8cff4721-2acd-4551-9bf7-1911dae46b92'
content='!' id='run-8cff4721-2acd-4551-9bf7-1911dae46b92'
content='' response_metadata={'finish_reason': 'stop'} id='run-8cff4721-2acd-4551-9bf7-1911dae46b92'
```

```python
for chunk in llm.stream("hi", stream_options={"include_usage": True}):
    print(chunk)
```
```
content='' id='run-39ab349b-f954-464d-af6e-72a0927daa27'
content='Hello' id='run-39ab349b-f954-464d-af6e-72a0927daa27'
content='!' id='run-39ab349b-f954-464d-af6e-72a0927daa27'
content='' response_metadata={'finish_reason': 'stop'} id='run-39ab349b-f954-464d-af6e-72a0927daa27'
content='' id='run-39ab349b-f954-464d-af6e-72a0927daa27' usage_metadata={'input_tokens': 8, 'output_tokens': 9, 'total_tokens': 17}
```

```python
llm = ChatOpenAI().bind(stream_options={"include_usage": True})

for chunk in llm.stream("hi"):
    print(chunk)
```
```
content='' id='run-59918845-04b2-41a6-8d90-f75fb4506e0d'
content='Hello' id='run-59918845-04b2-41a6-8d90-f75fb4506e0d'
content='!' id='run-59918845-04b2-41a6-8d90-f75fb4506e0d'
content='' response_metadata={'finish_reason': 'stop'} id='run-59918845-04b2-41a6-8d90-f75fb4506e0d'
content='' id='run-59918845-04b2-41a6-8d90-f75fb4506e0d' usage_metadata={'input_tokens': 8, 'output_tokens': 9, 'total_tokens': 17}
```
4 months ago
Karim Lalani a1899439fc
[experimental][llms][ollama_functions] Update OllamaFunctions to send `tool_calls` attribute (#21625)
Update OllamaFunctions to return `tool_calls` for AIMessages when used
for tool calling.
4 months ago
Bagatur d61bdeba25
core[patch]: allow access RunnableWithFallbacks.runnable attrs (#22139)
RFC, candidate fix for #13095 #22134
4 months ago
SteveLiao 7496fe2b16
Update parent_document_retriever.py about **kwargs (#22219)
Add kwargs in add_documents function

**langchain**: Add **kwargs in parent_document_retriever"
 - **Add kwargs for `add_document` in `parent_document_retriever.py`** 


If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
4 months ago
Erick Friis 93240fac68
milvus: fix core dep (#22239) 4 months ago
ChengZi 404d92ded0
milvus: New langchain_milvus package and new milvus features (#21077)
New features:

- New langchain_milvus package in partner
- Milvus collection hybrid search retriever
- Zilliz cloud pipeline retriever
- Milvus Local guid
- Rag-milvus template

---------

Signed-off-by: ChengZi <chen.zhang@zilliz.com>
Signed-off-by: Jael Gu <mengjia.gu@zilliz.com>
Co-authored-by: Jael Gu <mengjia.gu@zilliz.com>
Co-authored-by: Jackson <jacksonxie612@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Erick Friis <erickfriis@gmail.com>
4 months ago
Leonid Ganeline d6995e814b
ai21[patch]: added `license` (#22153)
The `pyproject.toml` missed the `license` parameter. I've added it as
`MIT`
4 months ago
Maddy Adams 8332a36f69
infra: update langchainhub and add integration test (#22154)
**Description:** Update langchainhub integration test dependency and add
an integration test for pulling private prompt
**Dependencies:** langchainhub 0.1.16
4 months ago
Will Higgins 83d10df78d
community[patch]: Update firecrawl api key name (#22183)
Change 'FIREWALL' to 'FIRECRAWL' as I believe this may have been in
error. Other docs refer to 'FIRECRAWL_API_KEY'.

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
hmasdev bbd7015b5d
core[patch]: Add `TypeError` handler into `get_graph` of `Runnable` (#19856)
# Description

## Problem

`Runnable.get_graph` fails when `InputType` or `OutputType` property
raises `TypeError`.

-
003c98e5b4/libs/core/langchain_core/runnables/base.py (L250-L274)
-
003c98e5b4/libs/core/langchain_core/runnables/base.py (L394-L396)

This problem prevents getting a graph of `Runnable` objects whose
`InputType` or `OutputType` property raises `TypeError` but whose
`invoke` works well, such as `langchain.output_parsers.RegexParser`,
which I have already pointed out in #19792 that a `TypeError` would
occur.

## Solution

- Add `try-except` syntax to handle `TypeError` to the codes which get
`input_node` and `output_node`.

# Issue
- #19801 

# Twitter Handle
- [hmdev3](https://twitter.com/hmdev3)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Mohammad Mohtashim 577ed68b59
mistralai[patch]: Added Json Mode for ChatMistralAI (#22213)
- **Description:** Powered
[ChatMistralAI.with_structured_output](fbfed65fb1/libs/partners/mistralai/langchain_mistralai/chat_models.py (L609))
via json mode
 

-  **Issue:** #22081

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Pavlo Paliychuk 342df7cf83
community[minor]: Add Zep Cloud components + docs + examples (#21671)
Thank you for contributing to LangChain!

- [x] **PR title**: community: Add Zep Cloud components + docs +
examples

- [x] **PR message**: 
We have recently released our new zep-cloud sdks that are compatible
with Zep Cloud (not Zep Open Source). We have also maintained our Cloud
version of langchain components (ChatMessageHistory, VectorStore) as
part of our sdks. This PRs goal is to port these components to langchain
community repo, and close the gap with the existing Zep Open Source
components already present in community repo (added
ZepCloudMemory,ZepCloudVectorStore,ZepCloudRetriever).
Also added a ZepCloudChatMessageHistory components together with an
expression language example ported from our repo. We have left the
original open source components intact on purpose as to not introduce
any breaking changes.
    - **Issue:** -
- **Dependencies:** Added optional dependency of our new cloud sdk
`zep-cloud`
    - **Twitter handle:** @paulpaliychuk51


- [x] **Add tests and docs**


- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
4 months ago
Jan Soubusta cccc8fbe2f
community[patch]: DuckDB VS - expose similarity, improve performance of from_texts (#20971)
3 fixes of DuckDB vector store:
- unify defaults in constructor and from_texts (users no longer have to
specify `vector_key`).
- include search similarity into output metadata (fixes #20969)
- significantly improve performance of `from_documents`

Dependencies: added Pandas to speed up `from_documents`.
I was thinking about CSV and JSON options, but I expect trouble loading
JSON values this way and also CSV and JSON options require storing data
to disk.
Anyway, the poetry file for langchain-community already contains a
dependency on Pandas.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: ccurme <chester.curme@gmail.com>
4 months ago
Erick Friis 42ffcb2ff1
anthropic: release 0.1.14rc2, test release note gen (#22147) 4 months ago
Ameya Shenoy 8ba492ed6a
community[minor]: clickhouse -- ability to use secure connection (#22108)
- **Description:** this PR gives clickhouse client the ability to use a
secure connection to the clickhosue server
- **Issue:** fixes #22082
- **Dependencies:** -
- **Twitter handle:** `_codingcoffee_`

Signed-off-by: Ameya Shenoy <shenoy.ameya@gmail.com>
Co-authored-by: Shresth Rana <shresth@grapevine.in>
4 months ago
ccurme 9a010fb761
openai: read stream_options (#21548)
OpenAI recently added a `stream_options` parameter to its chat
completions API (see [release
notes](https://platform.openai.com/docs/changelog/added-chat-completions-stream-usage)).
When this parameter is set to `{"usage": True}`, an extra "empty"
message is added to the end of a stream containing token usage. Here we
propagate token usage to `AIMessage.usage_metadata`.

We enable this feature by default. Streams would now include an extra
chunk at the end, **after** the chunk with
`response_metadata={'finish_reason': 'stop'}`.

New behavior:
```
[AIMessageChunk(content='', id='run-4b20dbe0-3817-4f62-b89d-03ef76f25bde'),
 AIMessageChunk(content='Hello', id='run-4b20dbe0-3817-4f62-b89d-03ef76f25bde'),
 AIMessageChunk(content='!', id='run-4b20dbe0-3817-4f62-b89d-03ef76f25bde'),
 AIMessageChunk(content='', response_metadata={'finish_reason': 'stop'}, id='run-4b20dbe0-3817-4f62-b89d-03ef76f25bde'),
 AIMessageChunk(content='', id='run-4b20dbe0-3817-4f62-b89d-03ef76f25bde', usage_metadata={'input_tokens': 8, 'output_tokens': 9, 'total_tokens': 17})]
```

Old behavior (accessible by passing `stream_options={"include_usage":
False}` into (a)stream:
```
[AIMessageChunk(content='', id='run-1312b971-c5ea-4d92-9015-e6604535f339'),
 AIMessageChunk(content='Hello', id='run-1312b971-c5ea-4d92-9015-e6604535f339'),
 AIMessageChunk(content='!', id='run-1312b971-c5ea-4d92-9015-e6604535f339'),
 AIMessageChunk(content='', response_metadata={'finish_reason': 'stop'}, id='run-1312b971-c5ea-4d92-9015-e6604535f339')]
```

From what I can tell this is not yet implemented in Azure, so we enable
only for ChatOpenAI.
4 months ago
Rahul Triptahi 1a485f59b9
community[patch]: Put authorized identities behind a feature flag in SharepointLoader (#22125)
Description: Put authorised identities behind a feature flag, load_auth.
Documentation: N/A
Unit tests: N/A

---------

Signed-off-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
Co-authored-by: Rahul Tripathi <rauhl.psit.ec@gmail.com>
4 months ago
sasha 1c9ceff503
community: add metadata to chain logging; (#22122)
Hey, I'm Sasha. The SDK engineer from [Comet](https://comet.com).
This PR updates the CometTracer class.
Added metadata to CometTracerr. From now on, both chains and spans will
send it.
4 months ago
Jirka Lhotka 7c0459faf2
community: Update costs of openai finetuned models (#22124)
- **Description:** Update costs of finetuned models and add
gpt-3-turbo-0125. Source: https://openai.com/api/pricing/
  - **Issue:** N/A
  - **Dependencies:** None
4 months ago
Eugene Yurtsev d3db83abe3
community[major]: lint for usage of xml library (#22132)
* Lint for usage of standard xml library
* Add forced opt-in for quip client
* Actual security issue is with underlying QuipClient not LangChain
integration (since the client is doing the parsing), but adding
enforcement at the LangChain level.
4 months ago
Bagatur baa3c975cb
anthropic[patch]: allow tool call mutation (#22130)
If tool_use blocks and tool_calls with overlapping IDs are present,
prefer the values of the tool_calls. Allows for mutating AIMessages just
via tool_calls.
4 months ago
Christophe Bornet c838de5027
doc: Add doc for CassandraByteStore (#22126)
Preview:
https://langchain-git-fork-cbornet-doc-cassandrabytestore-langchain.vercel.app/v0.2/docs/integrations/stores/cassandra/
4 months ago
ccurme 0ea1e89b2c
groq: read tool calls from .tool_calls attribute (#22096) 4 months ago
Eugene Yurtsev 2d693c484e
docs: fix some spelling mistakes caught by newest version of code spell (#22090)
Going to merge this even though it doesn't pass all tests, and open a
separate PR for the remaining spelling mistakes.
4 months ago
Pavel Zloi fe26f937e4
community[minor]: ManticoreSearch engine added to vectorstore (#19117)
**Description:** ManticoreSearch engine added to vectorstores
**Issue:** no issue, just a new feature
**Dependencies:** https://pypi.org/project/manticoresearch-dev/
**Twitter handle:** @EvilFreelancer

- Example notebook with test integration:

https://github.com/EvilFreelancer/langchain/blob/manticore-search-vectorstore/docs/docs/integrations/vectorstores/manticore_search.ipynb

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Erick Friis 95c3e5f85f
cli: model name substitution fix, release 0.0.23 (#22089) 4 months ago
ccurme 152c8cac33
anthropic, openai: cut pre-releases (#22083) 4 months ago
ccurme cd07521170
core: bump to 0.2.1rc (#22080) 4 months ago
ccurme fbfed65fb1
core, partners: add token usage attribute to AIMessage (#21944)
```python
class UsageMetadata(TypedDict):
    """Usage metadata for a message, such as token counts.

    Attributes:
        input_tokens: (int) count of input (or prompt) tokens
        output_tokens: (int) count of output (or completion) tokens
        total_tokens: (int) total token count
    """

    input_tokens: int
    output_tokens: int
    total_tokens: int
```
```python
class AIMessage(BaseMessage):
    ...
    usage_metadata: Optional[UsageMetadata] = None
    """If provided, token usage information associated with the message."""
    ...
```
4 months ago
Bagatur 3d26807b92
community[patch]: Release. 0.2.1 (#22073) 4 months ago
Bagatur 2d968213d7
langchain[patch]: Release 0.2.1 (#22074) 4 months ago
maang-h 9aba9e3e33
community[patch]: Update the default “API URL” and “MODEL” of sparkllm (#22070)
- **Description:** When I was running the sparkllm, I found that the
default parameters currently used could no longer run correctly.
    - original parameters & values:
         - spark_api_url: "wss://spark-api.xf-yun.com/v3.1/chat"
         - spark_llm_domain: "generalv3"
    ```python
    # example
    
    from langchain_community.chat_models import ChatSparkLLM
    
spark = ChatSparkLLM(spark_app_id="my_app_id",
spark_api_key="my_api_key", spark_api_secret="my_api_secret")
    spark.invoke("hello")
    ```

![sparkllm](https://github.com/langchain-ai/langchain/assets/55082429/5369bfdf-4305-496a-bcf5-2d3f59d39414)

So I updated them to 3.5 (same as sparkllm official website). After the
update, they can be used normally.
    - new parameters & values:
         - spark_api_url: "wss://spark-api.xf-yun.com/v3.5/chat"
         - spark_llm_domain: "generalv3.5"
4 months ago
junkeon 4fda7bf4f2
upstage[patch] : fix error handling in Layout Analysis parser (#22054)
This pull request addresses and fixes exception handling in the
UpstageLayoutAnalysisParser and enhances the test coverage by adding
error exception tests for the document loader. These improvements ensure
robust error handling and increase the reliability of the system when
dealing with external API calls and JSON responses.

### Changes Made
1. Fix Request Exception Handling:

- Issue: The existing implementation of UpstageLayoutAnalysisParser did
not properly handle exceptions thrown by the requests library, which
could lead to unhandled exceptions and potential crashes.
- Solution: Added comprehensive exception handling for
requests.RequestException to catch any request-related errors. This
includes logging the error details and raising a ValueError with a
meaningful error message.

2. Add Error Exception Tests for Document Loader:

- New Tests: Introduced new test cases to verify the robustness of the
UpstageLayoutAnalysisLoader against various error scenarios. The tests
ensure that the loader gracefully handles:
- RequestException: Simulates network issues or invalid API requests to
ensure appropriate error handling and user feedback.
- JSONDecodeError: Simulates scenarios where the API response is not a
valid JSON, ensuring the system does not crash and provides clear error
messaging.
4 months ago
JuHyung Son d9eff44400
partner-upstage[patch]: embeddings empty list bug (#22057)
Fixed an error in `embed_documents` when the input was given as an empty
list. And I have revised the document.
4 months ago
Martin Triska 2df8ac402a
community[minor]: Added propagation of document metadata from O365BaseLoader (#20663)
**Description:**
- Added propagation of document metadata from O365BaseLoader to
FileSystemBlobLoader (O365BaseLoader uses FileSystemBlobLoader under the
hood).
- This is done by passing dictionary `metadata_dict`: key=filename and
value=dictionary containing document's metadata
- Modified `FileSystemBlobLoader` to accept the `metadata_dict`, use
`mimetype` from it (if available) and pass metadata further into blob
loader.

**Issue:**
- `O365BaseLoader` under the hood downloads documents to temp folder and
then uses `FileSystemBlobLoader` on it.
- However metadata about the document in question is lost in this
process. In particular:
- `mime_type`: `FileSystemBlobLoader` guesses `mime_type` from the file
extension, but that does not work 100% of the time.
- `web_url`: this is useful to keep around since in RAG LLM we might
want to provide link to the source document. In order to work well with
document parsers, we pass the `web_url` as `source` (`web_url` is
ignored by parsers, `source` is preserved)

**Dependencies:**
None

**Twitter handle:**
@martintriska1

Please review @baskaryan

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
4 months ago
Eugene Yurtsev e5541d1da7
community[patch]: Update doc-string in CloudBlobLoader (#22069)
Update doc-string
4 months ago
Philippe PRADOS 6dd621d636
community[minor]: Add CloudBlobLoader that supports loading data from cloud buckets (#21957)
Thank you for contributing to LangChain!

- [ ] **PR title**: "Add CloudBlobLoader"
  - community: Add CloudBlobLoader

- [ ] **PR message**: Add cloud blob loader
    - **Description:** 
 Langchain provides several approaches to read different file formats:

Specific loaders (`CVSLoader`) or blob-compatible loaders
(`FileSystemBlobLoader`). The only implementation proposed for
BlobLoader is `FileSystemBlobLoader`.
      
Many projects retrieve files from cloud storage. We propose a new
implementation of `BlobLoader` to read files from the three cloud
storage systems. The interface is strictly identical to
`FileSystemBlobLoader`. The only difference is the constructor, which
takes a cloud "url" object such as `s3://my-bucket`, `az://my-bucket`,
or `gs://my-bucket`.
      
By streamlining the process, this novel implementation eliminates the
requirement to pre-download files from cloud storage to local temporary
files (which are seldom removed).
      
The code relies on the
[CloudPathLib](https://cloudpathlib.drivendata.org/stable/) library to
interpret cloud URLs. This has been added as an optional dependency.

```Python
loader = CloudBlobLoader("s3://mybucket/id")
for blob in loader.yield_blobs():
    print(blob)
```

- [X] **Dependencies:** CloudPathLib
- [X] **Twitter handle:** pprados


- [X] **Add tests and docs**: Add unit test, but it's easy to convert to
integration test, with some files in a cloud storage (see
`test_cloud_blob_loader.py`)

- [X] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified.

Hello from Paris @hwchase17. Can you review this PR?

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
4 months ago
Christophe Bornet 74947ec894
community[minor]: Add Cassandra ByteStore (#22064) 4 months ago
Christophe Bornet fea6b99b16
community[minor]: Add async methods to CassandraChatMessageHistory (#21975) 4 months ago
Sky 12d65f17ff
community[patch]: surrealdb provide functions for MMR (Maximal Marginal Relevance) (#21185)
This PR contains 4 added functions:

- max_marginal_relevance_search_by_vector
- amax_marginal_relevance_search_by_vector
- max_marginal_relevance_search
- amax_marginal_relevance_search

I'm no langchain expert, but tried do inspect other vectorstore sources
like chroma, to build these functions for SurrealDB. If someone has some
changes for me, please let me know. Otherwise I would be happy, if these
changes are added to the repository, so that I can use the orignal repo
and not my local monkey patched version.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Bruno Alvisio 5eabe90494
community[patch]: Adding HEADER to the list of supported locations (#21946)
**Description:** adds headers to the list of supported locations when
generating the openai function schema
4 months ago
Bagatur 50186da0a1
infra: rm unused # noqa violations (#22049)
Updating #21137
4 months ago
acho98 45ed5f3f51
community[minor]: Add Clova Embeddings for LangChain Community (#21890)
- [ ] **PR title**: "Add Naver ClovaX embedding to LangChain community"
- HyperClovaX is a large language model developed by
[Naver](https://clova-x.naver.com/welcome).
It's a powerful and purpose-trained LLM.

- You can visit the embedding service provided by
[ClovaX](https://www.ncloud.com/product/aiService/clovaStudio)

- You may get CLOVA_EMB_API_KEY, CLOVA_EMB_APIGW_API_KEY,
CLOVA_EMB_APP_ID From
https://www.ncloud.com/product/aiService/clovaStudio

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
arpitkumar980 444c2a3d9f
community[patch]: sharepoint loader identity enabled (#21176)
Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:https://github.com/arpitkumar980/langchain.git
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
4 months ago
HuiyuanYan bf3aefce93
community[patch]: Update tongyi.py to support MultimodalConversation in dashscope. (#21249)
Add the support of multimodal conversation in dashscope,now we can use
multimodal language model "qwen-vl-v1", "qwen-vl-chat-v1",
"qwen-audio-turbo" to processing picture an audio. :)

- [ ] **PR title**: "community: add multimodal conversation support in
dashscope"



- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** add multimodal conversation support in dashscope
    - **Issue:** 
    - **Dependencies:** dashscope≥1.18.0
    - **Twitter handle:** none :)


- [ ] **How to use it?**:
   - ```python
     Tongyi_chat = ChatTongyi(
        top_p=0.5,
        dashscope_api_key=api_key,
        model="qwen-vl-v1"
     )
     response= Tongyi_chat.invoke(
        input = 
        [
        {
            "role": "user",
            "content": [
{"image":
"https://dashscope.oss-cn-beijing.aliyuncs.com/images/dog_and_girl.jpeg"},
                {"text": "这是什么?"}
            ]
        }
        ]
       )
      ```

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
mochi 63284ffebf
experimental[patch], docs: refine notebook for MyScale `SelfQueryRetriever` (#22016)
- **Description:** upgrade model to `gpt-4o`
4 months ago
MSubik d948783a4c
community[patch]: standardize init args, update for javelin sdk release. (#21980)
Related to
[20085](https://github.com/langchain-ai/langchain/issues/20085) Updated
the Javelin chat model to standardize the initialization argument. Also
fixed an existing bug, where code was initialized with incorrect call to
the JavelinClient defined in the javelin_sdk, resulting in an
initialization error. See related [Javelin
Documentation](https://docs.getjavelin.io/docs/javelin-python/quickstart).
4 months ago
Mohammad Mohtashim 16617dd239
community[patch]: AzureSearchVectorStoreRetriever Fixed to account for search_kwargs (#21572)
- **Description:** Fixed `AzureSearchVectorStoreRetriever` to account
for search_kwargs. More explanation is in the mentioned issue.
- **Issue:** #21492

---------

Co-authored-by: MAC <mac@MACs-MacBook-Pro.local>
Co-authored-by: Massimiliano Pronesti <massimiliano.pronesti@gmail.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Klaudia Lemiec 45351d1bc6
docs: Chroma docstrings update (#22001)
Thank you for contributing to LangChain!

- [X] **PR title**: "docs: Chroma docstrings update"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [X] **PR message**: 
    - **Description:** Added and updated Chroma docstrings
    - **Issue:** https://github.com/langchain-ai/langchain/issues/21983


- [X] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.
  - only docs


- [X] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
4 months ago
Jerron Lim 28456c2c33
community[patch]: add args_schema to WikipediaQueryRun (#22019)
Description: This change adds args_schema (pydantic BaseModel) to
WikipediaQueryRun for correct schema formatting on LLM function calls

Issue: currently using WikipediaQueryRun with OpenAI function calling
returns the following error "TypeError: WikipediaQueryRun._run() got an
unexpected keyword argument '__arg1' ". This happens because the schema
sent to the LLM is "input: '{"__arg1":"Hunter x Hunter"}'" while the
method should be called with the "query" parameter.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Mazen Ramadan 3c1d77dd64
community[minor]: Add Scrapfly Loader community integration (#22036)
Added [Scrapfly](https://scrapfly.io/) Web Loader integration. Scrapfly
is a web scraping API that allows extracting web page data into
accessible markdown or text datasets.

- __Description__: Added Scrapfly web loader for retrieving web page
data as markdown or text.
- Dependencies: scrapfly-sdk
- Twitter: @thealchemi1st

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
ccurme b51a1eba4d
langchain, community: move OpenAIAssistantV2Runnable to community (#22044) 4 months ago
CaroFG 6b98140b38
community[patch]: update for compatibility with Meilisearch v1.8 (#21979)
Thank you for contributing to LangChain!

- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [x] **PR message**: ***Delete this entire checklist*** and replace
with
- **Description:** Updates Meilisearch vectorstore for compatibility
with v1.8. Adds [”showRankingScore”:
true”](https://www.meilisearch.com/docs/reference/api/search#ranking-score)
in the search parameters and replaces `_semanticScore` field with `
_rankingScore`


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
4 months ago
Oleksii Pokotylo 98c0b093bb
community[patch]: Extend AzureSearch with `maximal_marginal_relevance`, `from_embeddings` (#21065)
**Description:**
- Extend AzureSearch with `maximal_marginal_relevance` (for vector and
hybrid search)
- Add construction `from_embeddings` - if the user has already embedded
the texts
- Add `add_embeddings` 
- Refactor common parts (`_simple_search`, `_results_to_documents`,
`_reorder_results_with_maximal_marginal_relevance`)
- Add `vector_search_dimensions` as a parameter to the constructor to
avoid extra calls to `embed_query` (most of the time the user applies
the same model and knows the dimension)

**Issue:** none
**Dependencies:** none

- [x] **Add tests and docs**: The docstrings have been added to the new
functions, and unified for the existing ones. The example notebook is
great in illustrating the main usage of AzureSearch, adding the new
methods would only dilute the main content.
- [x] **Lint and test**

---------

Co-authored-by: Oleksii Pokotylo <oleksii.pokotylo@pwc.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
SaschaStoll 709664a079
community[patch]: Performant filter columns option for Hanavector (#21971)
**Description:** Backwards compatible extension of the initialisation
interface of HanaDB to allow the user to specify
specific_metadata_columns that are used for metadata storage of selected
keys which yields increased filter performance. Any not-mentioned
metadata remains in the general metadata column as part of a JSON
string. Furthermore switched to executemany for batch inserts into
HanaDB.

**Issue:** N/A

**Dependencies:** no new dependencies added

**Twitter handle:** @sapopensource

---------

Co-authored-by: Martin Kolb <martin.kolb@sap.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Bagatur 16b55b0704
langchain[patch]: remove dataclasses-json dep (#22042)
vestigial dep afaict
4 months ago
Christos Boulmpasakos c3bcfad66d
text-splitters[patch]: Extend TextSplitter:keep_separator functionality (#21130)
**Description:** Added extra functionality to `CharacterTextSplitter`,
`TextSplitter` classes.
The user can select whether to append the separator to the previous
chunk with `keep_separator='end' ` or else prepend to the next chunk.
Previous functionality prepended by default to next chunk.
  
**Issue:** Fixes #20908

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
4 months ago
Eric Zhang e7e41eaabe
langchain: add RankLLM Reranker (#21171)
Integrate RankLLM reranker (https://github.com/castorini/rank_llm) into
LangChain

An example notebook is given in
`docs/docs/integrations/retrievers/rankllm-reranker.ipynb`

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
4 months ago
maang-h fc93bed8c4
community: Fix CSVLoader columns is None (#20701)
- **Bug code**: In
langchain_community/document_loaders/csv_loader.py:100

- **Description**: currently, when 'CSVLoader' reads the column as None
in the 'csv' file, it will report an error because the 'CSVLoader' does
not verify whether the column is of str type and does not consider how
to handle the corresponding 'row_data' when the column is' None 'in the
csv. This pr provides a solution.

- **Issue:**  Fix #20699 

- **thinking:**

1. Refer to the processing method for
'langchain_community/document_loaders/csv_loader.py:100' when **'v'**
equals'None', and apply the same method to '**k**'.
(Reference`csv.DictReader` ,**'k'** will only be None when `
len(columns) < len(number_row_data)` is established)
2. **‘k’** equals None only holds when it is the last column, and its
corresponding **'v'** type is a list. Therefore, I referred to the data
format in 'Document' and used ',' to concatenated the elements in the
list.(But I'm not sure if you accept this form, if you have any other
ideas, communicate)

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
4 months ago
Nithin James Padayatti 403142eaba
langchain: added revision_example prompt template (#20916)
**Description:** Added revision_example prompt template to include the
revision request and revision examples in the revision chain.
    **Issue:** Not Applicable
    **Dependencies:** Not Applicable
    **Twitter handle:**  @nithinjp09
4 months ago
Sihan Chen 1f81277b9b
community[minor]: allow enabling proxy in aiohttp session in AsyncHTML (#19499)
Allow enabling proxy in aiohttp session async html
4 months ago
Eugene Yurtsev 36813d2f00
community[patch]: Fix remaining __inits__ in community (#22037)
Fixes the __init__ files in community to use __all__ which is statically
defined.
4 months ago
Eugene Yurtsev 58360a1e53
community[patch]: Add unit test to verify that init is correctly defined (#22030)
Fix some __init__ files and add a unit test
4 months ago
Erick Friis ef53ccf54b
robocorp: release 0.0.8 (#22034) 4 months ago
Matthew Hoffman 4f2e3bd7fd
community[patch]: fix public interface for embeddings module (#21650)
## Description

The existing public interface for `langchain_community.emeddings` is
broken. In this file, `__all__` is statically defined, but is
subsequently overwritten with a dynamic expression, which type checkers
like pyright do not support. pyright actually gives the following
diagnostic on the line I am requesting we remove:


[reportUnsupportedDunderAll](https://github.com/microsoft/pyright/blob/main/docs/configuration.md#reportUnsupportedDunderAll):

```
Operation on "__all__" is not supported, so exported symbol list may be incorrect
```

Currently, I get the following errors when attempting to use publicablly
exported classes in `langchain_community.emeddings`:

```python
import langchain_community.embeddings

langchain_community.embeddings.HuggingFaceEmbeddings(...)  #  error: "HuggingFaceEmbeddings" is not exported from module "langchain_community.embeddings" (reportPrivateImportUsage)
```

This is solved easily by removing the dynamic expression.
4 months ago
Eugene Yurtsev 8d82160a8a
community[patch]: Clean up logic in import checking unit test (#22026)
Clean up unit test
4 months ago
Tomaz Bratanic d8a1f1114d
community[patch]: Handle exceptions where node props aren't consistent in neo4j schema (#22027) 4 months ago
WeichenXu b0ef5e778a
community[patch]: Fix ChatDatabricsk in case that streaming response doesn't have role field in delta chunk (#21897)
Thank you for contributing to LangChain!

- [X] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


**Description:**
Fix ChatDatabricsk in case that streaming response doesn't have role
field in delta chunk


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [X] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
4 months ago
Eugene Yurtsev aed64daabb
community[patch]: Add unit test to catch bad __all__ definitions (#21996)
This will catch all dynamic __all__ definitions.
4 months ago
Bagatur 3b0437c05b
core[patch]: Release 0.2.1 (#22003) 4 months ago
Kefan You 24b5c27bb1
community[patch]: raise_for_status logic missing in async _fetch of WebBaseLoader (#21948)
## 'raise_for_status' parameter of WebBaseLoader works in sync load but
not in async load.
In webBaseLoader:  

Sync load is calling `_scrape` and has `raise_for_status` properly
handled.
```
    def _scrape(
        self,
        url: str,
        parser: Union[str, None] = None,
        bs_kwargs: Optional[dict] = None,
    ) -> Any:
        from bs4 import BeautifulSoup

        if parser is None:
            if url.endswith(".xml"):
                parser = "xml"
            else:
                parser = self.default_parser

        self._check_parser(parser)

        html_doc = self.session.get(url, **self.requests_kwargs)
        if self.raise_for_status:
            html_doc.raise_for_status()

        if self.encoding is not None:
            html_doc.encoding = self.encoding
        elif self.autoset_encoding:
            html_doc.encoding = html_doc.apparent_encoding
        return BeautifulSoup(html_doc.text, parser, **(bs_kwargs or {}))
```
Async load is calling `_fetch` but missing `raise_for_status` logic.
```
    async def _fetch(
        self, url: str, retries: int = 3, cooldown: int = 2, backoff: float = 1.5
    ) -> str:
        async with aiohttp.ClientSession() as session:
            for i in range(retries):
                try:
                    async with session.get(
                        url,
                        headers=self.session.headers,
                        ssl=None if self.session.verify else False,
                        cookies=self.session.cookies.get_dict(),
                    ) as response:
                        return await response.text()
```

Co-authored-by: kefan.you <darkfss@sina.com>
4 months ago
Surya Rath eb096675a8
OpenAI Assistants v2 api support for OpenAIAssistantRunnable (#21484)
**Title**: "langchain: OpenAI Assistants v2 api support"

***Descriptions*** 
- [x] "attachments" support added along with backward compatibility of
"file_ids"
- [x]  "tool_resources" support added while creating new assistant

- [ ] "tool_choice" parameter support
- [ ]  Streaming support


- **Dependencies:** OpenAI v2 API (openai>=1.23.0)
- **Twitter handle:** @skanta_rath

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
4 months ago
Eugene Yurtsev 7a5d042bd2
langchain[patch]: Add unit test to detect changes to community imports (#21998)
Add unit tests for community imports
4 months ago
Eugene Yurtsev 90f4d8842f
langchain[patch]: Turn on all deprecations for 0.2 (#21999)
- Turn on all 0.2 import deprecations.
- Update error messag with URL to upgrade instructions.
4 months ago
Asaf Joseph Gardin a042e804b4
ai21: AI21 Jamba docs (#21978)
- Updated docs to have an example to use Jamba instead of J2

---------

Co-authored-by: Asaf Gardin <asafg@ai21.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
4 months ago
Pengcheng Liu 4cf523949a
community[patch]: Update model client to support vision model in Tong… (#21474)
- **Description:** Tongyi uses different client for chat model and
vision model. This PR chooses proper client based on model name to
support both chat model and vision model. Reference [tongyi
document](https://help.aliyun.com/zh/dashscope/developer-reference/tongyi-qianwen-vl-plus-api?spm=a2c4g.11186623.0.0.27404c9a7upm11)
for details.

```
from langchain_core.messages import HumanMessage
from langchain_community.chat_models import ChatTongyi

llm = ChatTongyi(model_name='qwen-vl-max')
image_message = {
    "image": "https://lilianweng.github.io/posts/2023-06-23-agent/agent-overview.png"
}
text_message = {
    "text": "summarize this picture",
}
message = HumanMessage(content=[text_message, image_message])
llm.invoke([message])
```

- **Issue:** None
- **Dependencies:** None
- **Twitter handle:** None
4 months ago
Sevin F. Varoglu 1bc0ea5496
community[patch]: update OctoAIEmbeddings to subclass OpenAIEmbeddings (#21805) 4 months ago
Eugene Yurtsev ded53297e0
core[patch]: Add unit test for RunnableGenerator for eventstream v2 (#21990)
No unit tests with runnable generator
4 months ago
Nuno Campos fb6108c8f5
core[patch]: In astream_events(version=v2) tap output of root run (#21977)
- if tap_output_iter/aiter is called multiple times for the same run
issue events only once
- if chat model run is tapped don't issue duplicate on_llm_new_token
events
- if first chunk arrives after run has ended do not emit it as a stream
event

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
4 months ago
Bagatur 72d4a8eeed
community[patch]: AzureSearch dont overwrite default async (#21989) 4 months ago
ccurme a983465694
docs: set default anthropic model (#21988)
`ChatAnthropic()` raises ValidationError.
4 months ago
ccurme 4be5537837
Revert "anthropic: set default model" (#21987)
Reverts langchain-ai/langchain#21986
4 months ago
ccurme 35439cf3bd
anthropic: set default model (#21986)
Various docs reference `ChatAnthropic()`, but this currently raises
ValidationError.
4 months ago
ccurme 0923136851
langchain: default to Runnable in MultiQueryRetriever (#21770)
- `llm_chain` becomes `Union[LLMChain, Runnable]`
- `.from_llm` creates a runnable

tested by verifying that docs/how_to/MultiQueryRetriever.ipynb runs
unchanged with sync/async invoke (and that it runs if we specifically
instantiate with LLMChain).
4 months ago
Yulong Wang 8e1aeb8ad5
community[patch]: Fix typo in arxiv tool's doc (#21970)
Fix typo in arxiv tool's doc
4 months ago
Robert Caulk 54adcd9e82
community[minor]: add AskNews retriever and AskNews tool (#21581)
We add a tool and retriever for the [AskNews](https://asknews.app)
platform with example notebooks.

The retriever can be invoked with:

```py
from langchain_community.retrievers import AskNewsRetriever

retriever = AskNewsRetriever(k=3)

retriever.invoke("impact of fed policy on the tech sector")
```

To retrieve 3 documents in then news related to fed policy impacts on
the tech sector. The included notebook also includes deeper details
about controlling filters such as category and time, as well as
including the retriever in a chain.

The tool is quite interesting, as it allows the agent to decide how to
obtain the news by forming a query and deciding how far back in time to
look for the news:

```py
from langchain_community.tools.asknews import AskNewsSearch
from langchain import hub
from langchain.agents import AgentExecutor, create_openai_functions_agent
from langchain_openai import ChatOpenAI

tool = AskNewsSearch()

instructions = """You are an assistant."""
base_prompt = hub.pull("langchain-ai/openai-functions-template")
prompt = base_prompt.partial(instructions=instructions)
llm = ChatOpenAI(temperature=0)
asknews_tool = AskNewsSearch()
tools = [asknews_tool]
agent = create_openai_functions_agent(llm, tools, prompt)
agent_executor = AgentExecutor(
    agent=agent,
    tools=tools,
    verbose=True,
)

agent_executor.invoke({"input": "How is the tech sector being affected by fed policy?"})
```

---------

Co-authored-by: Emre <e@emre.pm>
4 months ago
Jesse S fc79b372cb
community[minor]: add aerospike vectorstore integration (#21735)
Please let me know if you see any possible areas of improvement. I would
very much appreciate your constructive criticism if time allows.

**Description:**
- Added a aerospike vector store integration that utilizes
[Aerospike-Vector-Search](https://aerospike.com/products/vector-database-search-llm/)
add-on.
- Added both unit tests and integration tests
- Added a docker compose file for spinning up a test environment
- Added a notebook

 **Dependencies:** any dependencies required for this change
- aerospike-vector-search

 **Twitter handle:** 
- No twitter, you can use my GitHub handle or LinkedIn if you'd like

Thanks!

---------

Co-authored-by: Jesse Schumacher <jschumacher@aerospike.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Prince Canuma 3587c60396
community[patch]: Fix MLX LLM Stream (#20575)
Closes #20561

This PR fixes MLX LLM stream `AttributeError`. 

Recently, `mlx-lm` changed the token decoding logic, which affected the
LC+MLX integration.

Additionally, I made minor fixes such as: docs example broken link and
enforcing pipeline arguments (max_tokens, temp and etc) for invoke.
   
- **Issue:** #20561
    
- **Twitter handle:** @Prince_Canuma
4 months ago
Rahul Triptahi 96bd0b0844
community[patch]: Remove redundant pebblo cloud api call (#21589)
Description: removed redundant pebblo cloud api call. Changed classified
`doc` key to `ai_apps_data`.
Documentation: N/A
Unit tests: N/A
4 months ago
Param Singh d07885f8b7
community[patch]: standardized sparkllm init args (#21633)
Related to #20085 
@baskaryan 

Thank you for contributing to LangChain!

community:sparkllm[patch]: standardized init args

updated `spark_api_key` so that aliased to `api_key`. Added integration
test for `sparkllm` to test that it continues to set the same underlying
attribute.

updated temperature with Pydantic Field, added to the integration test.

Ran `make format`,`make test`, `make lint`, `make spell_check`
4 months ago
Dhruv Chawla d4359d3de6
community[patch]: Update UpTrain Callback Handler to support the new UpTrain evaluation schema (#21656)
UpTrain has a new dashboard now that makes it easier to view projects
and evaluations. Using this requires specifying both project_name and
evaluation_name when performing evaluations. I have updated the code to
support it.
4 months ago
Alex Riina c0e3c3a350
openai[patch], community[patch]: add pricing and max context window for GPT-4o (#21673)
# Add pricing and max context window for GPT-4o
- community: add cost per 1k tokens and max context window
- partners: add max context window

**Description:** adds static information about GPT-4o based on
https://openai.com/api/pricing/ and
https://platform.openai.com/docs/models/gpt-4o so that GPT-4o reporting
is accurate.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
缨缨 bd39b2ccdf
community: enable SupabaseVectorStore to support extended table fields (#21762)
Thank you for contributing to LangChain!

- [x] **PR title**: "community: enable SupabaseVectorStore to support
extended table fields"

- [x] **PR message**: 
- Added extension fields to the function _add_vectors so that users can
add other custom fields when insert a record into the database. eg:
    

![image](https://github.com/langchain-ai/langchain/assets/10885578/e1d5ca20-936e-4cab-ba69-8fdd23b8ce8f)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Leonid Ganeline e98a4fd19a
ai21[patch]: configuration fix (#21790)
added "repository" and "Source Code" parameters (these parameters are
missed only in this partner package configuration).
4 months ago
Trayan Azarov f54cbf8ff5
chroma[patch]: Chroma - remove reference to collection upon delete_collection (#21817)
**Description**:

- Reference to `Collection` object is set to `None` when deleting a
collection `delete_collection()`
- Added utility method `reset_collection()` to allow recreating the
collection
- Moved collection creation out of `__init__` into
`__ensure_collection()` to be reused by object init and
`reset_collection()`
- `_collection` is now a property to avoid breaking changes

**Issues**: 

- chroma-core/chroma#2213

**Twitter**: @t_azarov
4 months ago
Jens b0b302ec6b
community[patch]: fixed aleph alpha default emedding request (#21826)
- **Description:** In the aleph alpha client the paramater `normalize`
is *not* optional. Setting this to `None` gives an error.
- **Dependencies:** None

Co-authored-by: Jens Lücke <jens.luecke@tngtech.com>
Co-authored-by: Jens <jens.luecke@hu-berlin.de>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
4 months ago
Jorge Piedrahita Ortiz e6207ad4f3
community[patch]: Sambanova integration api update (#21848)
- **Description:**:
        SambaStudio generic endpoint compatibility added
        Improved error description, and handling
        streaming examples added
4 months ago
Michael Reed 7a5e1bcf99
core[patch]: Fix NPE in function_calling._get_python_function_required_args (#21863)
Example error message:
line 206, in _get_python_function_required_args
    if is_function_type and required[0] == "self":
                            ~~~~~~~~^^^
IndexError: list index out of range

Thank you for contributing to LangChain!

- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [x] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [x] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Liuww 332ffed393
community[patch]: Adopting the lighter-weight xinference_client (#21900)
While integrating the xinference_embedding, we observed that the
downloaded dependency package is quite substantial in size. With a focus
on resource optimization and efficiency, if the project requirements are
limited to its vector processing capabilities, we recommend migrating to
the xinference_client package. This package is more streamlined,
significantly reducing the storage space requirements of the project and
maintaining a feature focus, making it particularly suitable for
scenarios that demand lightweight integration. Such an approach not only
boosts deployment efficiency but also enhances the application's
maintainability, rendering it an optimal choice for our current context.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
4 months ago
Tomaz Bratanic a43515ca65
experimental[patch]: Pass enum only to openai in llm graph transformer (#21860)
Some models like Groq return bad request if you pass in `enum` parameter
in tool definition
4 months ago
Jiří Spilka 6499897c87
community[patch]: update apify integration to attribute API activity to langchain (#21909)
**Description:** Add `Origin/langchain` to Apify's client's user-agent
to attribute API activity to LangChain (at Apify, we aim to monitor our
integrations to evaluate whether we should invest more in the LangChain
integration regarding functionality and content)

**Issue:** None
**Dependencies:** None
**Twitter handle:** None
4 months ago
Jared Van Bortel 25d1c1c9bb
nomic: implement local embeddings with the inference_mode parameter (#21934)
## Description

This PR implements local and dynamic mode in the Nomic Embed integration
using the inference_mode and device parameters. They work as documented
[here](https://docs.nomic.ai/reference/python-api/embeddings#local-inference).

<!-- If no one reviews your PR within a few days, please @-mention one
of baskaryan, efriis, eyurtsev, hwchase17. -->

---------

Co-authored-by: Erick Friis <erickfriis@gmail.com>
4 months ago
ccurme 0e72ed39a0
infra: fix CI on text-splitters (#21935) 4 months ago
ccurme 4470d3b4a0
partners: bump core in packages implementing ls_params (#21868)
These packages all import `LangSmithParams` which was released in
langchain-core==0.2.0.

N.B. we will need to release `openai` and then bump `langchain-openai`
in `together` and `upstage`.
4 months ago
ccurme 9c76739425
mistral: implement ls_params (#21867) 4 months ago
Tomaz Bratanic d85e46321a
community[patch]: Better error message for neo4j vector when text is null (#21861) 4 months ago
Stefano Lottini f2e75f9500
cli[minor]: fix import path for two Astra DB classes in the migration json data (#21926)
This PR fixes two mistakes in the import paths from community for the
json data aiding the cli migration to 0.2.

It is intended as a quick follow-up to
https://github.com/langchain-ai/langchain/pull/21913 .

@nicoloboschi FYI
4 months ago
WilliamEspegren 30bca57aae
doc list not empty (#21208)
Make sure the doc list is not empty, and set Metadata: true in param, to
enable the user to disable metadata for slightly faster crawls.
4 months ago
David Charles 8da35fba7f
langchain[minor]: add libs/partners to dev.Dockerfile (#21902)
Resolves #21886 by adding "COPY libs/partners ../partners/" to
libs/dev.Dockerfile

Twitter: @kabakongo
4 months ago
TJ 8cd6ed3e1e
community[patch]: Update documentation string in databricks chat model (#21915)
Update typos in documentation string in databricks chat model
4 months ago
Nicolò Boschi dd00aac7ad
cli[minor]: add astradb in the cli migration to 0.2 (#21913)
astradb has a new partner package but the automatic migration cli tool
doesn't take care of migration astradb integrations
4 months ago
Coozywana b6c8b6f944
Fix base.py typo (#21862)
ChatOpenaAI --> ChatOpenAI

Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
4 months ago
fzowl d3624eaba1
partners: Remove unnecessary print from voyageai embeddings (#21865)
Thank you for contributing to LangChain!

Remove unnecessary print from voyageai embeddings

- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
4 months ago
Bagatur 8b3c5f93f5
docs: lcel how to and cheatsheet (#21851) 4 months ago
Nuno Campos b1e7b40b6a
core: Tap output of sync iterators for astream_events (#21842)
Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.
4 months ago
Eugene Yurtsev 67b6f6c82a
core[patch]: Check if event loop is closed in memory stream (#21841)
Check if event stream is closed in memory loop.

Using try/except here to avoid race condition, but this may incur a
small overhead in versions prios to 3.11
4 months ago
Erick Friis 2d3f4e1a16
experimental: release 0.0.59 (#21835) 4 months ago
Erick Friis 169f525cfb
community: release 0.2.0 (#21834) 4 months ago
Erick Friis e5046cbd72
langchain: release 0.2.0, fix min deps (#21833) 4 months ago
Erick Friis 1b555021f7
text-splitters: release 0.2.0 (#21832) 4 months ago
Erick Friis 0ad8de5eb7
langchain: release 0.2.0 (#21831) 4 months ago
Erick Friis 23310626b3
core: release 0.2.0 (#21829) 4 months ago
Eugene Yurtsev e3f30b4cde
docs: clean up link to bing search (#21825)
Documentation should be inlined, not linking to medium article.
4 months ago
ccurme 181dfef118
core, standard tests, partner packages: add test for model params (#21677)
1. Adds `.get_ls_params` to BaseChatModel which returns
```python
class LangSmithParams(TypedDict, total=False):
    ls_provider: str
    ls_model_name: str
    ls_model_type: Literal["chat"]
    ls_temperature: Optional[float]
    ls_max_tokens: Optional[int]
    ls_stop: Optional[List[str]]
```
by default it will only return
```python
{ls_model_type="chat", ls_stop=stop}
```

2. Add these params to inheritable metadata in
`CallbackManager.configure`

3. Implement `.get_ls_params` and populate all params for Anthropic +
all subclasses of BaseChatOpenAI

Sample trace:
https://smith.langchain.com/public/d2962673-4c83-47c7-b51e-61d07aaffb1b/r

**OpenAI**:
<img width="984" alt="Screenshot 2024-05-17 at 10 03 35 AM"
src="https://github.com/langchain-ai/langchain/assets/26529506/2ef41f74-a9df-4e0e-905d-da74fa82a910">

**Anthropic**:
<img width="978" alt="Screenshot 2024-05-17 at 10 06 07 AM"
src="https://github.com/langchain-ai/langchain/assets/26529506/39701c9f-7da5-4f1a-ab14-84e9169d63e7">

**Mistral** (and all others for which params are not yet populated):
<img width="977" alt="Screenshot 2024-05-17 at 10 08 43 AM"
src="https://github.com/langchain-ai/langchain/assets/26529506/37d7d894-fec2-4300-986f-49a5f0191b03">
4 months ago
Sen Lin eb7f07ae36
community[patch]: fix typo in ValueError message in load_local function (#21818)
**Description:**
Corrected an error in the `allow_dangerous_deserialization` message
within the `load_local` functions
4 months ago
Jorge Piedrahita Ortiz 700b1c7212
community: sambaverse api update (#21816)
- **Description:** fix sambaverse integration to make it compatible with
sambaverse API update / minor changes in docs
4 months ago
maang-h 9f8d18c028
community[patch]: Fix unintended newline in print statement in exception for BaichuanTextEmbeddings (#21820)
- **Code:** langchain_community/embeddings/baichuan.py:82
- **Description:** When I make an error using 'baichuan embeddings', the
printed error message is wrapped (there is actually no need to wrap)
```python
# example
from langchain_community.embeddings import BaichuanTextEmbeddings

# error key
BAICHUAN_API_KEY = "sk-xxxxxxxxxxxxx"
embeddings = BaichuanTextEmbeddings(baichuan_api_key=BAICHUAN_API_KEY)

text_1 = "今天天气不错"
query_result = embeddings.embed_query(text_1)
```



![unintended
newline](https://github.com/langchain-ai/langchain/assets/55082429/e1178ce8-62bb-405d-a4af-e3b28eabc158)
4 months ago
Bakar Tavadze 3b5ac44e03
langchain-robocorp[minor]: Enable passing additional headers to the action server. (#21809)
Actions can optionally receive secrets via request headers. This PR
enables this functionality.
4 months ago
Asaf Joseph Gardin f3289b898c
partners: Revert AI21 Labs docs scan feature (#21699)
Description: Reverted commit #21614

---------

Co-authored-by: Asaf Gardin <asafg@ai21.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
4 months ago
Eugene Yurtsev 8607735b80
langchain[patch],community[patch]: Move unit tests that depend on community to community (#21685) 4 months ago
Marco Lamina d0fae6cd54
community: Add token cost for GPT-4o model (#21771)
Adding [token cost for the new GPT-4o
model](https://openai.com/api/pricing/):
* Input cost US$5.00 / 1M tokens
* Output cost US$15.00 / 1M tokens
4 months ago
Massimiliano Pronesti 0c0db7c5db
feat(community): support semantic hybrid score threshold in Azure AI Search (#21527)
Support semantic hybrid search with a score threshold -- similar to what
we do for similarity search and for hybrid search (#20907).
4 months ago
Bagatur 6416d16d39
anthropic[patch]: Release 0.1.13, tool_choice support (#21773) 4 months ago
Stefano Lottini 040597e832
community: init signature revision for Cassandra LLM cache classes + small maintenance (#17765)
This PR improves on the `CassandraCache` and `CassandraSemanticCache`
classes, mainly in the constructor signature, and also introduces
several minor improvements around these classes.

### Init signature

A (sigh) breaking change is tentatively introduced to the constructor.
To me, the advantages outweigh the possible discomfort: the new syntax
places the DB-connection objects `session` and `keyspace` later in the
param list, so that they can be given a default value. This is what
enables the pattern of _not_ specifying them, provided one has
previously initialized the Cassandra connection through the versatile
utility method `cassio.init(...)`.

In this way, a much less unwieldy instantiation can be done, such as
`CassandraCache()` and `CassandraSemanticCache(embedding=xyz)`,
everything else falling back to defaults.

A downside is that, compared to the earlier signature, this might turn
out to be breaking for those doing positional instantiation. As a way to
mitigate this problem, this PR typechecks its first argument trying to
detect the legacy usage.
(And to make this point less tricky in the future, most arguments are
left to be keyword-only).

If this is considered too harsh, I'd like guidance on how to further
smoothen this transition. **Our plan is to make the pattern of optional
session/keyspace a standard across all Cassandra classes**, so that a
repeatable strategy would be ideal. A possibility would be to keep
positional arguments for legacy reasons but issue a deprecation warning
if any of them is actually used, to later remove them with 0.2 - please
advise on this point.

### Other changes

- class docstrings: enriched, completely moved to class level, added
note on `cassio.init(...)` pattern, added tiny sample usage code.
- semantic cache: revised terminology to never mention "distance" (it is
in fact a similarity!). Kept the legacy constructor param with a
deprecation warning if used.
- `llm_caching` notebook: uniform flow with the Cassandra and Astra DB
separate cases; better and Cassandra-first description; all imports made
explicit and from community where appropriate.
- cache integration tests moved to community (incl. the imported tools),
env var bugfix for `CASSANDRA_CONTACT_POINTS`.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
4 months ago
Kyle Cassidy eca8c4bcc6
Standardized openai init params (#21739)
## Patch Summary
community:openai[patch]: standardize init args

## Details
I made changes to the OpenAI Chat API wrapper test in the Langchain
open-source repository

- **File**: `libs/community/tests/unit_tests/chat_models/test_openai.py`
- **Changes**:
  - Updated `max_retries` with Pydantic Field
  - Updated the corresponding unit test
- **Related Issues**: #20085
  - Updated max_retries with Pydantic Field, updated the unit test.

---------

Co-authored-by: JuHyung Son <sonju0427@gmail.com>
4 months ago
Ethan Yang e44b448ec3
community: update openvino doc with streaming support (#21519)
Co-authored-by: Chester Curme <chester.curme@gmail.com>
4 months ago
ccurme 19e6bf814b
community: fix CI (#21766) 4 months ago
Mish Ushakov d77e60a7f4
community: updated Browserbase loader (#21757)
Thank you for contributing to LangChain!

- [x] **PR title**: "community: updated Browserbase loader"

- [x] **PR message**:
    Updates the Browserbase loader with more options and improved docs.

- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/
4 months ago
Eugene Yurtsev 6ed0aa3239
core[major]: only use function description (#21622)
Do not prefix function signature

---

* Reason for this is that information is already present with tool
calling models.
* This will save on tokens for those models, and makes it more obvious
what the description is!
* The @tool can get more parameters to allow a user to re-introduce the
the signature if we want
4 months ago
William FH 8498b41cda
Finish agent migration doc (#21731) 4 months ago
Cheese 0ead09f84d
community: Implement `bind_tools` for ChatTongyi (#20725)
## Description

Implement `bind_tools` in ChatTongyi. Usage example:

```py
from langchain_core.tools import tool
from langchain_community.chat_models.tongyi import ChatTongyi

@tool
def multiply(first_int: int, second_int: int) -> int:
    """Multiply two integers together."""
    return first_int * second_int

llm = ChatTongyi(model="qwen-turbo")

llm_with_tools = llm.bind_tools([multiply])

msg = llm_with_tools.invoke("What's 5 times forty two")

print(msg)
```

Streaming is also supported.

## Dependencies

No Dependency is required for this change.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
4 months ago
Bagatur 867adbf27b
docs: add aca-ds (#21746) 4 months ago
Erick Friis 06110e20b9
pinecone: bump min core version (#21742) 4 months ago
Erick Friis bd3e7d50f3
fireworks: bump min core version (#21741) 4 months ago
Erick Friis f5c31078d7
airbyte[patch]: airbyte-cdk compatible pydantic versions (#21738) 4 months ago
Erick Friis 3d33b89fa4
ibm[patch]: release 0.1.7 (#21737) 4 months ago
Erick Friis e41d801369
openai[patch]: fix embedding float precision issue (#21736)
also clean up + comment some of the embedding batching code
4 months ago
JuHyung Son 38c297a025
upstage: Support batch input in embedding request. (#21730)
**Description:** upstage embedding now supports batch input.
4 months ago
Harrison Chase 15be439719
Harrison/move flashrank rerank (#21448)
third party integration, should be in community
4 months ago
Erick Friis aca98fd150
multiple: releases with relaxed core dep (#21724) 4 months ago
Bagatur af284518bc
openai[patch]: Release 0.1.7, bump tiktoken 0.7.0 (#21723) 4 months ago
William FH ca768c8353
[Core] Check is async callable (#21714)
To permit proper coercion of objects like the following:


```python
class MyAsyncCallable:
    async def __call__(self, foo):
        return await ...

class MyAsyncGenerator:
    async def __call__(self, foo):
        await ...
        yield 
```
4 months ago
Eugene Yurtsev 5c2cfabec6
core[minor]: Add v2 implementation of astream events (#21638)
This PR introduces a v2 implementation of astream events that removes
intermediate abstractions and fixes some issues with v1 implementation.

The v2 implementation significantly reduces relevant code that's
associated with the astream events implementation together with
overhead.

After this PR, the astream events implementation:

- Uses an async callback handler
- No longer relies on BaseTracer
- No longer relies on json patch

As a result of this re-write, a number of issues were discovered with
the existing implementation.

## Changes in V2 vs. V1

### on_chat_model_end `output`

The outputs associated with `on_chat_model_end` changed depending on
whether it was within a chain or not.

As a root level runnable the output was: 

```python
"data": {"output": AIMessageChunk(content="hello world!", id='some id')}
```

As part of a chain the output was:

```
            "data": {
                "output": {
                    "generations": [
                        [
                            {
                                "generation_info": None,
                                "message": AIMessageChunk(
                                    content="hello world!", id=AnyStr()
                                ),
                                "text": "hello world!",
                                "type": "ChatGenerationChunk",
                            }
                        ]
                    ],
                    "llm_output": None,
                }
            },
```

After this PR, we will always use the simpler representation:

```python
"data": {"output": AIMessageChunk(content="hello world!", id='some id')}
```

**NOTE** Non chat models (i.e., regular LLMs) are still associated with
the more verbose format.

### Remove some `_stream` events

`on_retriever_stream` and `on_tool_stream` events were removed -- these
were not real events, but created as an artifact of implementing on top
of astream_log.

The same information is already available in the `x_on_end` events.

### Propagating Names

Names of runnables have been updated to be more consistent

```python
  model = GenericFakeChatModel(messages=infinite_cycle).configurable_fields(
        messages=ConfigurableField(
            id="messages",
            name="Messages",
            description="Messages return by the LLM",
        )
    )
```

Before:
```python
"name": "RunnableConfigurableFields",
```

After:
```python
"name": "GenericFakeChatModel",
```

### on_retriever_end

on_retriever_end will always return `output` which is a list of
documents (rather than a dict containing a key called "documents")

### Retry events

Removed the `on_retry` callback handler. It was incorrectly showing that
the failed function being retried has invoked `on_chain_end`


https://github.com/langchain-ai/langchain/pull/21638/files#diff-e512e3f84daf23029ebcceb11460f1c82056314653673e450a5831147d8cb84dL1394
4 months ago
Rajendra Kadam 54e003268e
langchain[minor]: Add PebbloRetrievalQA chain with Identity & Semantic Enforcement support (#20641)
- **Description:** PebbloRetrievalQA chain introduces identity
enforcement using vector-db metadata filtering
- **Dependencies:** None
- **Issue:** None
- **Documentation:** Adding documentation for PebbloRetrievalQA chain in
a separate PR(https://github.com/langchain-ai/langchain/pull/20746)
- **Unit tests:** New unit-tests added

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
4 months ago
Bagatur 241a6e43a5
docs: update structured how to (#21679) 4 months ago
Jib f369495fa0
mongodb: [performance] Increase DEFAULT_INSERT_BATCH_SIZE to 100,000 and introduce sizing constraints (#19608) 4 months ago
Eugene Yurtsev e69a9bedf8
core[patch]: Update mypy config (#21684)
Update mypy config to ignore checking deps from numpy and pytest (which are optional in langsmith sdk)
4 months ago
Erick Friis 9973547aef
mongodb: release 0.1.4 (#21678) 4 months ago
Jib a97473c846
mongodb[patch]: Make ObjectId JSON-serializable on generation (#21394) 4 months ago
Eugene Yurtsev 5c64c004cc
core[patch]: Add unit tests with some streaming scenarios (#21668)
Add unit tests that show differences between sync / async versions when
streaming.

The inner on_chain_chunk event is missing if mixing sync and async
functionality. Likely due to missing tap_output_iter implementation on
the sync variant of `_transform_stream_with_config`
4 months ago
Eugene Yurtsev 2ac4d2960c
core[patch]: Add unit test to catch ordering (#21669)
Add unit test to catch ordering issues
4 months ago
Zhao Blake 972d2071c6
core[patch]: Fix typo in VectorStoreExampleSelector doc-string (#21574) 4 months ago
Erick Friis 2a984e8e3f
docs: huggingface package (#21645) 4 months ago
Erick Friis c77d2f2b06
multiple: core 0.2 nonbreaking dep, check_diff community->langchain dep (#21646)
0.2 is not a breaking release for core (but it is for langchain and
community)

To keep the core+langchain+community packages in sync at 0.2, we will
relax deps throughout the ecosystem to tolerate `langchain-core` 0.2
4 months ago
Anush edd68e4ad4
qdrant: init package (#21146)
## Description

This PR introduces the new `langchain-qdrant` partner package, intending
to deprecate the community package.

## Changes

- Moved the Qdrant vector store implementation `/libs/partners/qdrant`
with integration tests.
- The conditional imports of the client library are now regular with
minor implementation improvements.
- Added a deprecation warning to
`langchain_community.vectorstores.qdrant.Qdrant`.
- Replaced references/imports from `langchain_community` with either
`langchain_core` or by moving the definitions to the `langchain_qdrant`
package itself.
- Updated the Qdrant vector store documentation to reflect the changes.

## Testing
- `QDRANT_URL` and
[`QDRANT_API_KEY`](583e36bf6b)
env values need to be set to [run integration
tests](d608c93d1f)
in the [cloud](https://cloud.qdrant.tech).
- If a Qdrant instance is running at `http://localhost:6333`, the
integration tests will use it too.
- By default, tests use an
[`in-memory`](https://github.com/qdrant/qdrant-client?tab=readme-ov-file#local-mode)
instance(Not comprehensive).

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Erick Friis <erickfriis@gmail.com>
4 months ago
Prashanth Rao 63c3a0e56c
[community][graph]: Update KuzuQAChain and docs (#21218)
This PR makes some small updates for `KuzuQAChain` for graph QA.

- Updated Cypher generation prompt (we now support `WHERE EXISTS`) and
generalize it more
- Support different LLMs for Cypher generation and QA
- Update docs and examples
4 months ago
Tomaz Bratanic 89ff6a3d3b
Add sentiment and confidence levels to diffbotgraphtransformer (#21590)
Co-authored-by: Erick Friis <erickfriis@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
4 months ago
Erick Friis 9b51ca08bc
huggingface: fix community dep checking (#21628) 4 months ago
Erick Friis 91a2ea5cd6
chroma, mongodb: fix docstrings (#21629) 4 months ago
Jofthomas afd85b60fc
huggingface: init package (#21097)
First Pr for the langchain_huggingface partner Package

- Moved some of the hugging face related class from `community` to the
new `partner package`

Still needed :
- Documentation
- Tests
- Support for the new apply_chat_template in `ChatHuggingFace`
- Confirm choice of class to support for embeddings witht he
sentence-transformer team.

cc : @efriis

---------

Co-authored-by: Cyril Kondratenko <kkn1993@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
4 months ago
Tomaz Bratanic 9fce03e7db
community[patch]: Fix neo4j enhanced schema (#21582) 4 months ago
Christophe Bornet 66a4da8ad0
community[patch]: Improve Cassandra VectorStore docsctrings (#21620) 4 months ago
adreo00 40aff1eacc
core[major]: AsyncCallbackManagerForToolRun no longer casts return object to string (#20374)
- **Description:** Stops `AsyncCallbackManagerForToolRun` from
converting the output to str
- **Issue:** #20372
- **Dependencies:** None
4 months ago
Eugene Yurtsev 25fbe356b4
community[patch]: upgrade to recent version of mypy (#21616)
This PR upgrades community to a recent version of mypy. It inserts type:
ignore on all existing failures.
4 months ago
Eugene Yurtsev b923951062
langchain[patch]: CI add lint rule for community imports (#21618)
Add a rule to check for imports from community in global scope
4 months ago
Jorge Piedrahita Ortiz 4378fbbef0
community[patch]: Fix typos in Sambanova integration doc-strings (#21617)
- **Description:** Sambanova integration docstrings updated, bad
formated

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
4 months ago
Christophe Bornet bcf53f93e1
[community]: Add missing docstring param to CassandraLoader (#21611) 4 months ago